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J. Sun

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Open access Aug 2026

Application of Conformer Architecture in Clinical Speech Input and Intelligent Medical Record Generation

This study proposes a multi-stage intelligent documentation framework that integrates a 12-layer Conformer architecture, BERT-BiLSTM-CRF semantic modeling, and BART-based structured text generation that illustrates the effectiveness of deep time-frequency feature extraction and contextual sequence modeling for complex noisy signals.

X. Zou, L. Wang, J. Sun et al. · 0 citations